// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2023 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. #include "layer/copyto.h" #include "testutil.h" static ncnn::Mat IntArrayMat(int a0) { ncnn::Mat m(1); int* p = m; p[0] = a0; return m; } static ncnn::Mat IntArrayMat(int a0, int a1) { ncnn::Mat m(2); int* p = m; p[0] = a0; p[1] = a1; return m; } static ncnn::Mat IntArrayMat(int a0, int a1, int a2) { ncnn::Mat m(3); int* p = m; p[0] = a0; p[1] = a1; p[2] = a2; return m; } static ncnn::Mat IntArrayMat(int a0, int a1, int a2, int a3) { ncnn::Mat m(4); int* p = m; p[0] = a0; p[1] = a1; p[2] = a2; p[3] = a3; return m; } static void print_int_array(const ncnn::Mat& a) { const int* pa = a; fprintf(stderr, "["); for (int i = 0; i < a.w; i++) { fprintf(stderr, " %d", pa[i]); } fprintf(stderr, " ]"); } static int test_copyto(const ncnn::Mat& self, const ncnn::Mat& src, const ncnn::Mat& starts, const ncnn::Mat& axes) { ncnn::ParamDict pd; pd.set(9, starts); // starts pd.set(11, axes); // axes std::vector weights(0); std::vector as(2); as[0] = self; as[1] = src; int ret = test_layer("CopyTo", pd, weights, as, 1); if (ret != 0) { fprintf(stderr, "test_copyto failed self.dims=%d self=(%d %d %d %d) src.dims=%d src=(%d %d %d %d)", self.dims, self.w, self.h, self.d, self.c, src.dims, src.w, src.h, src.d, src.c); fprintf(stderr, " starts="); print_int_array(starts); fprintf(stderr, " axes="); print_int_array(axes); fprintf(stderr, "\n"); } return ret; } static int test_copyto_0() { ncnn::Mat a[] = { RandomMat(112), RandomMat(126), RandomMat(127) }; ncnn::Mat b[] = { RandomMat(33), RandomMat(36), RandomMat(64) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArrayMat(0), IntArrayMat(0)) || test_copyto(self, src, IntArrayMat(13), IntArrayMat(-1)) || test_copyto(self, src, IntArrayMat(28), IntArrayMat(0)) || test_copyto(self, src, IntArrayMat(32), ncnn::Mat()); if (ret != 0) return ret; } } return 0; } static int test_copyto_1() { ncnn::Mat a[] = { RandomMat(72, 112), RandomMat(87, 126), RandomMat(64, 127) }; ncnn::Mat b[] = { RandomMat(14, 33), RandomMat(24, 36), RandomMat(16, 64), RandomMat(14), RandomMat(24), RandomMat(16) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArrayMat(0, 0), IntArrayMat(0, 1)) || test_copyto(self, src, IntArrayMat(13, 1), IntArrayMat(-2, -1)) || test_copyto(self, src, IntArrayMat(28, 3), IntArrayMat(0, 1)) || test_copyto(self, src, IntArrayMat(32, 10), IntArrayMat(0, 1)); if (ret != 0) return ret; } } return 0; } static int test_copyto_2() { ncnn::Mat a[] = { RandomMat(32, 42, 81), RandomMat(33, 57, 80), RandomMat(36, 34, 88) }; ncnn::Mat b[] = { RandomMat(1, 14, 23), RandomMat(12, 1, 28), RandomMat(11, 8, 32), RandomMat(1, 14), RandomMat(12, 1), RandomMat(11, 8), RandomMat(1), RandomMat(12), RandomMat(11) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArrayMat(0, 0, 0), IntArrayMat(0, 1, 2)) || test_copyto(self, src, IntArrayMat(13, 1, 0), IntArrayMat(-3, -2, -1)) || test_copyto(self, src, IntArrayMat(28, 3, 4), IntArrayMat(0, 1, 2)) || test_copyto(self, src, IntArrayMat(32, 0, 5), IntArrayMat(0, 1, 2)); if (ret != 0) return ret; } } return 0; } static int test_copyto_3() { ncnn::Mat a[] = { RandomMat(12, 42, 7, 81), RandomMat(13, 57, 5, 80), RandomMat(16, 34, 6, 88) }; ncnn::Mat b[] = { RandomMat(1, 14, 2, 23), RandomMat(12, 1, 3, 28), RandomMat(11, 8, 1, 32), RandomMat(1, 14, 2), RandomMat(12, 1, 3), RandomMat(11, 8, 1), RandomMat(1, 14), RandomMat(12, 1), RandomMat(11, 8), RandomMat(1), RandomMat(12), RandomMat(11) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArrayMat(0, 0, 0, 0), IntArrayMat(0, 1, 2, 3)) || test_copyto(self, src, IntArrayMat(13, 1, 1, 0), IntArrayMat(-4, -3, 2, 3)) || test_copyto(self, src, IntArrayMat(28, 0, 3, 4), IntArrayMat(0, 1, 2, 3)) || test_copyto(self, src, IntArrayMat(32, 2, 0, 5), IntArrayMat(0, 1, 2, 3)); if (ret != 0) return ret; } } return 0; } int main() { SRAND(776757); return 0 || test_copyto_0() || test_copyto_1() || test_copyto_2() || test_copyto_3(); }